北京大学学报(医学版) ›› 2024, Vol. 56 ›› Issue (2): 307-312. doi: 10.19723/j.issn.1671-167X.2024.02.016

• 论著 • 上一篇    下一篇

创伤出血性休克后急性呼吸窘迫综合征的危险因素

司筱芊1,2,赵秀娟1,*(),朱凤雪1,王天兵3   

  1. 1. 北京大学人民医院重症医学科,创伤救治中心,北京 100044
    2. 北京大学基础医学院,北京 100191
    3. 北京大学人民医院创伤救治中心,国家创伤医学中心,创伤救治与神经再生教育部重点实验室(北京大学),北京 100044
  • 收稿日期:2023-04-27 出版日期:2024-04-18 发布日期:2024-04-10
  • 通讯作者: 赵秀娟 E-mail:zxj_0515@163.com
  • 基金资助:
    横向科研课题(2022-Z-42);北京大学人民医院研究与发展基金(RDJ2022-26)

Risk factors for acute respiratory distress syndrome in patients with traumatic hemorrhagic shock

Xiaoqian SI1,2,Xiujuan ZHAO1,*(),Fengxue ZHU1,Tianbing WANG3   

  1. 1. Department of Critical Care Medicine, Trauma Medicine Center, Peking University People's Hospital, Beijing 100044, China
    2. Peking University School of Basic Medical Sciences, Beijing 100191, China
    3. Trauma Medicine Center, Peking University People's Hospital; National Center for Trauma Medicine of China; Key Laboratory of Trauma and Neural Regeneration (Peking University) of Ministry of Education; Beijing 100044, China
  • Received:2023-04-27 Online:2024-04-18 Published:2024-04-10
  • Contact: Xiujuan ZHAO E-mail:zxj_0515@163.com
  • Supported by:
    the Transverse Research Project(2022-Z-42);the Research And Development Funds of Peking University People's Hospital(RDJ2022-26)

RICH HTML

  

摘要:

目的: 探讨创伤出血性休克后急性呼吸窘迫综合征(acute respiratory distress syndrome,ARDS)的危险因素。方法: 回顾性研究2012年12月至2021年8月期间共314名创伤出血性休克患者,其中男性患者152名,女性患者162名,年龄中位数为63.00 (49.75~82.00)岁。记录患者住院期间的各项临床指标,根据入院7 d内是否发生ARDS将患者分为两组,即ARDS组(n=89)和非ARDS组(n=225),通过判定差异寻找ARDS的危险因素,并建立预测是否出现ARDS的回归模型。结果: 创伤出血性休克后ARDS的发生率为28.34%,Logistic回归模型分析发现创伤出血性休克后ARDS的独立危险因素包括男性、冠状动脉粥样硬化性心脏病(简称冠心病)史、高急性生理与慢性健康评分Ⅱ(acute physiology and chronic health evaluation Ⅱ,APACHE Ⅱ)、受伤原因为车祸伤和肌钙蛋白Ⅰ升高,各独立危险因素的OR值及95%可信区间(confidence intervals,CI)分别为4.01(95%CI:1.75~9.20)、5.22(95%CI:1.29~21.08)、1.07(95%CI:1.02~1.57)、2.53(95%CI:1.21~5.28)和1.26(95%CI:1.02~1.57),P值分别为0.001、0.020、0.009、0.014和0.034。预测创伤出血性休克后ARDS的受试者工作特征(receiver operating characteristic,ROC)曲线下面积(area under curve,AUC)分别为:男性0.59 (95%CI:0.51~0.68)、冠心病史0.55(95%CI:0.46~0.64)、APACHE Ⅱ评分0.65(95%CI:0.57~0.73)、受伤原因为车祸伤0.58(95%CI:0.50~0.67)、肌钙蛋白Ⅰ 0.73(95%CI:0.66~0.80),总体预测值为0.81(95%CI:0.74~0.88)。结论: ARDS在创伤出血性休克患者中发生率较高,男性、冠心病史、高APACHE Ⅱ评分、受伤原因为车祸伤和肌钙蛋白Ⅰ升高是创伤出血性休克后ARDS的独立危险因素,及时监测这几项指标有利于早期识别和治疗创伤出血性休克后ARDS。

关键词: 急性呼吸窘迫综合征, 创伤, 出血性休克, 危险因素

Abstract:

Objective: To investigate the risk factors of acute respiratory distress syndrome (ARDS) after traumatic hemorrhagic shock. Methods: This was a retrospective cohort study of 314 patients with traumatic hemorrhagic shock at Trauma Medicine Center, Peking University People's Hospital from December 2012 to August 2021, including 152 male patients and 162 female patients, with a median age of 63.00 (49.75-82.00) years. The demographic data, past medical history, injury assessment, vital signs, laboratory examination and other indicators of these patients during hospitalization were recorded. These patients were divided into two groups, ARDS group (n=89) and non-ARDS group (n=225) according to whether there was ARDS within 7 d of admission. Risk factors for ARDS were identified using Logistic regression. The C-statistic expressed as a percentage [area under curve (AUC) of the receiver operating characteristic (ROC) curve] was used to assess the discrimination of the model. Results: The incidence of ARDS after traumatic hemorrhagic shock was 28.34%. Finally, Logistic regression model showed that the independent risk factors of ARDS after traumatic hemorrhagic shock included male, history of coronary heart disease, high acute physiology and chronic health evaluation Ⅱ (APACHE Ⅱ) score, road traffic accident and elevated troponin Ⅰ. The OR and 95% confidence intervals (CI) were 4.01 (95%CI: 1.75-9.20), 5.22 (95%CI: 1.29-21.08), 1.07 (95%CI: 1.02-1.57), 2.53 (95%CI: 1.21-5.28), and 1.26 (95%CI: 1.02-1.57), respectively; the P values were 0.001, 0.020, 0.009, 0.014, and 0.034, respectively. The ROC curve was used to analyze the value of each risk factor in predicting ARDS. It was found that the AUC for predicting ARDS after traumatic hemorrhagic shock was 0.59 (95%CI: 0.51-0.68) for male, 0.55 (95%CI: 0.46-0.64) for history of coronary heart disease, 0.65 (95%CI: 0.57-0.73) for APACHE Ⅱ score, 0.58 (95%CI: 0.50-0.67) for road traffic accident, and 0.73 (95%CI: 0.66-0.80) for elevated troponin Ⅰ, with an overall predictive value of 0.81 (95%CI: 0.74-0.88). Conclusion: The incidence of ARDS in patients with traumatic hemorrhagic shock is high, and male, history of coronary heart disease, high APACHE Ⅱ score, road traffic accident and elevated troponin Ⅰ are independent risk factors for ARDS after traumatic hemorrhagic shock. Timely monitoring these indicators is conducive to early detection and treatment of ARDS after traumatic hemorrhagic shock.

Key words: Acute respiratory distress syndrome, Trauma, Hemorrhagic shock, Risk factors

中图分类号: 

  • R563.8

表1

创伤出血性休克ARDS组与非ARDS组间各项危险因素的比较"

Characters ARDS group (n=89) Non-ARDS group (n=225) Statistics P value
Gender 15.907 <0.001
  Male 59 (66.29) 93 (41.33)
  Female 30 (33.71) 132 (58.67)
Age/years 63.00 (51.00, 82.00) 63.00 (49.00, 82.00) 0.106 0.916
Preadmission conditions
  Chronic renal insufficiency 2 (2.25) 2 (0.89) 0.936 0.333
  Coronary heart disease 10 (11.24) 8 (3.56) 6.962 0.008
  Hypertension 28 (31.46) 74 (32.89) 0.059 0.808
  Diabetes mellitus 9 (10.11) 36 (16.00) 1.801 0.180
Causes of trauma
  Road traffic accident 35 (39.33) 60 (26.67) 4.779 0.024
  Falling from height 15 (16.85) 32 (14.22) 0.347 0.556
  Falling from a standing position 34 (38.20) 112 (49.78) 3.435 0.064
  Others (crush, stab, animal bite) 5 (5.62) 21 (9.33) 1.159 0.282
Main bleeding site
  Thoracic 24 (26.97) 31 (13.78) 7.678 0.006
  Abdominal 13 (14.61) 21 (9.33) 1.837 0.175
  Pelvic 10 (11.23) 21 (9.33) 0.259 0.610
  Limbs 35 (39.33) 109 (48.44) 2.347 0.126
  Others (blood vessels, skin, soft tissue) 7 (7.86) 43 (19.11) 6.024 0.014
Mean arterial pressure/mmHg 61.20 (50.82, 71.58) 67.30 (58.01, 76.59) 1.894 0.058
Heart rate/(beats/min) 124.00 (108.00, 140.00) 109.50 (94.00, 125.00) 3.926 <0.001
Shock index 1.16 (0.90, 1.67) 1.03 (0.76, 1.26) 3.318 0.001
Perfusion index 3.7 (0.7, 4.3) 4.0 (1.2, 4.4) 1.788 0.074
Central venous pressure/mmHg 4.00 (2.25, 6.75) 5.00 (3.00, 7.00) 2.151 0.032
Respiration rate/(breaths/min) 25.00 (21.50, 30.50) 22.00 (19.00, 25.00) 2.715 0.007
Temperature/℃ 37.70 (37.00, 38.30) 37.50 (37.00, 38.00) 1.472 0.141
Laboratory test
  Leukocyte count/(×109/L) 9.96 (5.71, 14.21) 10.73 (8.23, 13.23) 3.206 0.001
  Lymphocyte count/(×109/L) 0.79 (0.54, 1.04) 0.76 (0.44, 1.08) 0.559 0.576
  Hemoglobin/(g/L) 92.00 (76.38, 107.63) 96.00 (80.38, 111.63) 0.484 0.629
  Platelet count/(×109/L) 131.50 (87.50, 175.50) 132.00 (91.00, 173.00) 0.302 0.762
  Serum albumin/(g/L) 29.65 (23.20, 33.43) 31.50 (27.05, 36.00) 2.937 0.003
  Serum creatinine/(μmol/L) 76.00 (61.00, 117.00) 69.00 (54.50, 89.50) 2.492 0.013
  Total bilirubin/(μmol/L) 15.05 (9.95, 20.20) 14.30 (10.85, 21.00) 0.472 0.637
  Fibrinogen/(mg/dL) 175.00 (92.00, 258.00) 180.50 (106.50, 254.50) 1.874 0.061
  Cardiac troponin Ⅰ/(μg/L) 0.194 (0.032, 0.697) 0.020 (0.006, 0.094) 6.237 <0.001
  Lactate/(mmol/L) 3.10 (1.95, 3.90) 3.00 (1.60, 6.18) 0.803 0.422
  C-reactive protein/(mg/L) 41.8 (13.45, 87.65) 28.7 (11.0, 67.03) 1.230 0.219
  Interleukin-6/(ng/L) 112.95 (48.45, 189.35) 87.50 (36.80, 156.40) 1.362 0.172
ISS 27.16 (19.66, 34.66) 22.00 (14.50, 29.50) 3.681 <0.001
APACHE Ⅱ score 19.00 (17.00, 23.00) 16.00 (12.00, 20.00) 4.779 <0.001
Hospital mortality 15 (16.85) 15 (6.67) 7.659 0.006

表2

创伤出血性休克后ARDS的Logistic回归模型的建立"

Characters Univariate analysis Multivariate analysis
P OR (95%CI) β Wald P OR (95%CI)
Male <0.001 2.791 (1.671-4.664) 1.389 10.740 0.001 4.009 (1.747-9.199)
History of coronary heart disease 0.012 3.434 (1.309-9.010) 1.653 5.389 0.020 5.222 (1.293-21.080)
Road traffic accident 0.029 1.782 (1.062-2.992) 0.926 6.048 0.014 2.532 (1.207-5.277)
Thoracic bleeding 0.006 2.311 (1.265-4.220)
Bleeding at other sites 0.018 0.361 (0.156-0.837)
Heart rate 0.017 1.047 (1.008-1.088)
Shock index <0.001 2.446 (1.491-4.014)
Central venous pressure 0.025 0.882 (0.790-0.984)
Respiration rate 0.291 1.158 (0.882-1.519)
Leukocyte count 0.009 1.059 (1.014-1.106)
Serum albumin 0.003 0.943 (0.907-0.980)
Serum creatinine 0.052 1.005 (1.000-1.009)
Cardiac troponin Ⅰ 0.002 1.420 (1.133-1.779) 0.234 4.489 0.034 1.264 (1.018-1.569)
ISS <0.001 1.045 (1.019-1.071)
APACHE Ⅱ score <0.001 1.094 (1.048-1.141) 0.071 6.852 0.009 1.074 (1.018-1.569)

图1

预测创伤出血性休克后ARDS危险因素的ROC曲线"

1 Meyer NJ , Gattinoni L , Calfee CS . Acute respiratory distress syndrome[J]. Lancet, 2021, 398 (10300): 622- 637.
doi: 10.1016/S0140-6736(21)00439-6
2 Rezoagli E , Fumagalli R , Bellani G . Definition and epidemiology of acute respiratory distress syndrome[J]. Ann Transl Med, 2017, 5 (14): 282.
doi: 10.21037/atm.2017.06.62
3 Jiang S , Wu M , Lu X , et al. Is restrictive fluid resuscitation beneficial not only for hemorrhagic shock but also for septic shock? A meta-analysis[J]. Medicine (Baltimore), 2021, 100 (12): e25143.
doi: 10.1097/MD.0000000000025143
4 赵秀娟, 王储, 黄伟, 等. 创伤出血性休克患者院内死亡风险的判别分析[J]. 中华普通外科杂志, 2021, 36 (8): 608- 611.
5 ARDS Definition Task Force , Ranieri VM , Rubenfeld GD , et al. Acute respiratory distress syndrome: The Berlin definition[J]. JAMA, 2012, 307 (23): 2526- 2533.
6 穆庆华, 李明. 急性创伤患者发生早期ARDS的危险因素分析[J]. 中国急救复苏与灾害医学杂志, 2020, 15 (3): 319- 322.
7 秦燕明, 王鹏, 徐旋旋, 等. 严重多发伤继发急性呼吸窘迫综合征的危险因素分析[J]. 中华危重病急救医学, 2021, 33 (3): 299- 304.
8 Shoemaker WC , Appel P , Czer LS , et al. Pathogenesis of respiratory failure (ARDS) after hemorrhage and trauma: Ⅰ. Cardiorespiratory patterns preceding the development of ARDS[J]. Crit Care Med, 1980, 8 (9): 504- 512.
doi: 10.1097/00003246-198009000-00006
9 Daher P , Teixeira PG , Coopwood TB , et al. Mild to moderate to severe: What drives the severity of ARDS in trauma patients?[J]. Am Surg, 2018, 84 (6): 808- 812.
doi: 10.1177/000313481808400623
10 Tignanelli CJ , Hemmila MR , Rogers MAM , et al. Nationwide cohort study of independent risk factors for acute respiratory distress syndrome after trauma[J]. Trauma Surg Acute Care Open, 2019, 4 (1): e000249.
doi: 10.1136/tsaco-2018-000249
11 Angele MK , Frantz MC , Chaudry IH . Gender and sex hormones influence the response to trauma and sepsis: potential therapeutic approaches[J]. Clinics (Sao Paulo), 2006, 61 (5): 479- 488.
doi: 10.1590/S1807-59322006000500017
12 Navarrete-Navarro P , Rivera-Fernández R , Rincón-Ferrari MD , et al. Early markers of acute respiratory distress syndrome development in severe trauma patients[J]. J Crit Care, 2006, 21 (3): 253- 258.
doi: 10.1016/j.jcrc.2005.12.012
13 Naidech AM , Bassin SL , Garg RK , et al. Cardiac troponin Ⅰ and acute lung injury after subarachnoid hemorrhage[J]. Neurocrit Care, 2009, 11 (2): 177- 182.
doi: 10.1007/s12028-009-9223-y
14 Metkus TS , Guallar E , Sokoll L , et al. Progressive myocardial injury is associated with mortality in the acute respiratory distress syndrome[J]. J Crit Care, 2018, 48, 26- 31.
doi: 10.1016/j.jcrc.2018.08.009
15 Jayasimhan D , Foster S , Chang CL , et al. Cardiac biomarkers in acute respiratory distress syndrome: A systematic review and meta-analysis[J]. J Intensive Care, 2021, 9 (1): 36.
16 牟小芬, 张进川, 刘长庭, 等. 老年人呼吸窘迫综合征的诊治问题(附14例临床分析)[J]. 中华老年医学杂志, 1995, 14 (2): 92- 94.
[1] 李志存, 吴天俣, 梁磊, 范宇, 孟一森, 张骞. 穿刺活检单针阳性前列腺癌术后病理升级的危险因素分析及列线图模型构建[J]. 北京大学学报(医学版), 2024, 56(5): 896-901.
[2] 颜野,李小龙,夏海缀,朱学华,张羽婷,张帆,刘可,刘承,马潞林. 前列腺癌根治术后远期膀胱过度活动症的危险因素[J]. 北京大学学报(医学版), 2024, 56(4): 589-593.
[3] 陈延,李况蒙,洪锴,张树栋,程建星,郑仲杰,唐文豪,赵连明,张海涛,姜辉,林浩成. 阴茎海绵体注射试验对阴茎血管功能影响的回顾性研究[J]. 北京大学学报(医学版), 2024, 56(4): 680-686.
[4] 庞博,郭桐君,陈曦,郭华棋,石嘉章,陈娟,王欣梅,李耀妍,单安琪,余恒意,黄婧,汤乃军,王艳,郭新彪,李国星,吴少伟. 天津与上海35岁以上人群氮氧化物个体暴露水平及其影响因素[J]. 北京大学学报(医学版), 2024, 56(4): 700-707.
[5] 和静,房中则,杨颖,刘静,马文瑶,霍勇,高炜,武阳丰,谢高强. 血浆中脂质代谢分子与颈动脉粥样硬化斑块、传统心血管危险因素及膳食因素的关系[J]. 北京大学学报(医学版), 2024, 56(4): 722-728.
[6] 蔡珊,张依航,陈子玥,刘云飞,党佳佳,师嫡,李佳欣,黄天彧,马军,宋逸. 北京市中小学生身体活动时间现状及影响因素的路径[J]. 北京大学学报(医学版), 2024, 56(3): 403-410.
[7] 张祖洪,陈天娇,马军. 中小学生青春发动时相与心血管代谢危险因素的相关性[J]. 北京大学学报(医学版), 2024, 56(3): 418-423.
[8] 林郁婷,王华丽,田宇,巩俐彤,常春. 北京市老年人认知功能的影响因素[J]. 北京大学学报(医学版), 2024, 56(3): 456-461.
[9] 黄伟,许庭珉,王天兵,姜保国. 创伤中心医疗质量控制指标专家共识[J]. 北京大学学报(医学版), 2024, 56(3): 551-555.
[10] 朱金荣,赵亚娜,黄巍,赵微微,王悦,王松,苏春燕. 感染新型冠状病毒的血液透析患者的临床特征[J]. 北京大学学报(医学版), 2024, 56(2): 267-272.
[11] 赖展鸿,李嘉辰,贠泽霖,张永刚,张昊,邢晓燕,邵苗,金月波,王乃迪,李依敏,李玉慧,栗占国. 特发性炎性肌病完全临床应答相关因素的单中心真实世界研究[J]. 北京大学学报(医学版), 2024, 56(2): 284-292.
[12] 李洋洋,侯林,马紫君,黄山雅美,刘捷,曾超美,秦炯. 孕期因素与婴儿牛奶蛋白过敏的关系[J]. 北京大学学报(医学版), 2024, 56(1): 144-149.
[13] 陈逸凡,刘中砥,张鹏,黄伟. 严重创伤患者损伤严重度评分的一致性[J]. 北京大学学报(医学版), 2024, 56(1): 157-160.
[14] 刘晓强,周寅. 牙种植同期植骨术围术期高血压的相关危险因素[J]. 北京大学学报(医学版), 2024, 56(1): 93-98.
[15] 罗靓,李云,王红彦,相晓红,赵静,孙峰,张晓盈,贾汝琳,李春. 抗内皮细胞抗体检测在早期流产中的预测价值[J]. 北京大学学报(医学版), 2023, 55(6): 1039-1044.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!